Description
Learn Hadoop Online by Vibloo Hadoop Admin & Developer Online and Classroom training. Hadoop Online training course is designed to enhance your knowledge and skills to become a successful Hadoop developer and In-depth knowledge of core concepts will be covered in the course along with implementation on varied industry use-cases
Learn
Hadoop Online training course is designed to enhance your knowledge and skills to
become a successful Hadoop developer and In-depth knowledge of core concepts
will be covered in the course along with implementation on varied industry use-cases.
take a look on HADOOP ADMIN AND DEVELOPER COURSE content
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
? What is Hadoop?
? The Hadoop Distributed File System
? Hadoop Map Reduce Works
? Anatomy of a Hadoop Cluster
? Master Daemons
? Name node
Introduction to Hadoop
? Job Tracker
? Secondary name node
? Slave Daemons
? Job tracker
? Task tracker
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Blocks and Splits
? Input and HDFS Splits
? Data Replication
? Hadoop Rack Aware
? Data high availability
? Data Integrity
? Cluster architecture and block placement
? Accessing HDFS
? JAVA & CLI Approach
HDFS (Hadoop Distributed File System)
? Programming Practices
? Developing MapReduce Programs in
? Running without HDFS and MapReduce
? Running all daemons in a single node
? Running daemons on dedicated nodes
? Local Mode
? Pseudo-distributed Mode
? Fully distributed mode
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Make a fully distributed Hadoop cluster on a single laptop/desktop
? Name Node in Safe mode
? Meta Data Backup
? Integrating Kerberos security in hadoop
Setup Hadoop cluster of Apache, Cloudera and Horton Works
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Examining a Sample MapReduce Program, with several examples
? Basic API Concepts
? The Driver Code
? The Mapper
? The Reducer
? Hadoop's Streaming API
Writing a MapReduce Program
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? The configure and close Methods
? Sequence Files
? Record Reader
? Record Writer
? Role of Reporter
? Output Collector
Performing several hadoop jobs
? Processing XML files
? Counters
? Directly Accessing HDFS
? Tool Runner
? Using The Distributed Cache
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Sorting and Searching
? Indexing
? Classification/Machine Learning
? Term Frequency - Inverse Document Frequency
? Word Co-Occurrence
Common MapReduce Algorithms
? Creating an Inverted Index
? Identity Mapper
? Identity Reducer
? MapReduce applications
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Testing with MRUnit
? Logging
? Other Debugging Strategies
Debugging MapReduce Programs
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? A Recap of the MapReduce Flow
? The Secondary Sort
? Customized Input Formats and Output Formats
Advanced MapReduce Programming
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Counters
? Skipping Bad Records
? Rerunning failed tasks with Isolation Runner
Monitoring and debugging on a Production Cluster
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
? Reducing network traffic with combiner
? Partitioners
? Using Compression
? Reusing the JVM
? Running with speculative execution
? Refactoring code and rewriting algorithms Parameters affecting Performance
? Other Performance Aspects
Tuning for Performance in MapReduce
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
HBase
? HBase concepts
? HBase architecture
? Region server architecture
? File storage architecture
? HBase basics
? Column access
? Scans
? HBase use cases
? Install and configure HBase on a multi node cluster
? Create database
? Develop and run sample applications
? Access data stored in HBase using clients
like Java, Python and Pearl
? HBase and Hive Integration
? HBase admin tasks
? Defining Schema and basic operation
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
PIG
? Pig basics
? Install and configure PIG on a cluster
? PIG Vs MapReduce and SQL
? Pig Vs Hive
? Write sample Pig Latin scripts
? Modes of running PIG
? Running in Grunt shell
? Programming in Eclipse
? Running as Java program
? PIG UDFs
? Pig Macros
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
Flume, Chukwa, Avro, Scribe, Thrift
? Flume and Chukwa concepts
? Use cases of Thrift
? Avro and scribe
? Install and configure flume on cluster
? Create a sample application to capture logs fromApache using flume
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
CDH4 Enhancements
? Name Node High – Availability
? Name Node federation
? Fencing
? YARN
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
Hadoop Challenges
? Hadoop disaster recovery
? Hadoop suitable cases
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
doc_611833040.pdf
Learn Hadoop Online by Vibloo Hadoop Admin & Developer Online and Classroom training. Hadoop Online training course is designed to enhance your knowledge and skills to become a successful Hadoop developer and In-depth knowledge of core concepts will be covered in the course along with implementation on varied industry use-cases
Learn
Hadoop Online training course is designed to enhance your knowledge and skills to
become a successful Hadoop developer and In-depth knowledge of core concepts
will be covered in the course along with implementation on varied industry use-cases.
take a look on HADOOP ADMIN AND DEVELOPER COURSE content
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
? What is Hadoop?
? The Hadoop Distributed File System
? Hadoop Map Reduce Works
? Anatomy of a Hadoop Cluster
? Master Daemons
? Name node
Introduction to Hadoop
? Job Tracker
? Secondary name node
? Slave Daemons
? Job tracker
? Task tracker
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Blocks and Splits
? Input and HDFS Splits
? Data Replication
? Hadoop Rack Aware
? Data high availability
? Data Integrity
? Cluster architecture and block placement
? Accessing HDFS
? JAVA & CLI Approach
HDFS (Hadoop Distributed File System)
? Programming Practices
? Developing MapReduce Programs in
? Running without HDFS and MapReduce
? Running all daemons in a single node
? Running daemons on dedicated nodes
? Local Mode
? Pseudo-distributed Mode
? Fully distributed mode
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Make a fully distributed Hadoop cluster on a single laptop/desktop
? Name Node in Safe mode
? Meta Data Backup
? Integrating Kerberos security in hadoop
Setup Hadoop cluster of Apache, Cloudera and Horton Works
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Examining a Sample MapReduce Program, with several examples
? Basic API Concepts
? The Driver Code
? The Mapper
? The Reducer
? Hadoop's Streaming API
Writing a MapReduce Program
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? The configure and close Methods
? Sequence Files
? Record Reader
? Record Writer
? Role of Reporter
? Output Collector
Performing several hadoop jobs
? Processing XML files
? Counters
? Directly Accessing HDFS
? Tool Runner
? Using The Distributed Cache
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Sorting and Searching
? Indexing
? Classification/Machine Learning
? Term Frequency - Inverse Document Frequency
? Word Co-Occurrence
Common MapReduce Algorithms
? Creating an Inverted Index
? Identity Mapper
? Identity Reducer
? MapReduce applications
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Testing with MRUnit
? Logging
? Other Debugging Strategies
Debugging MapReduce Programs
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? A Recap of the MapReduce Flow
? The Secondary Sort
? Customized Input Formats and Output Formats
Advanced MapReduce Programming
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
? Counters
? Skipping Bad Records
? Rerunning failed tasks with Isolation Runner
Monitoring and debugging on a Production Cluster
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
? Reducing network traffic with combiner
? Partitioners
? Using Compression
? Reusing the JVM
? Running with speculative execution
? Refactoring code and rewriting algorithms Parameters affecting Performance
? Other Performance Aspects
Tuning for Performance in MapReduce
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
HBase
? HBase concepts
? HBase architecture
? Region server architecture
? File storage architecture
? HBase basics
? Column access
? Scans
? HBase use cases
? Install and configure HBase on a multi node cluster
? Create database
? Develop and run sample applications
? Access data stored in HBase using clients
like Java, Python and Pearl
? HBase and Hive Integration
? HBase admin tasks
? Defining Schema and basic operation
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
PIG
? Pig basics
? Install and configure PIG on a cluster
? PIG Vs MapReduce and SQL
? Pig Vs Hive
? Write sample Pig Latin scripts
? Modes of running PIG
? Running in Grunt shell
? Programming in Eclipse
? Running as Java program
? PIG UDFs
? Pig Macros
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
Flume, Chukwa, Avro, Scribe, Thrift
? Flume and Chukwa concepts
? Use cases of Thrift
? Avro and scribe
? Install and configure flume on cluster
? Create a sample application to capture logs fromApache using flume
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
CDH4 Enhancements
? Name Node High – Availability
? Name Node federation
? Fencing
? YARN
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
Hadoop Challenges
? Hadoop disaster recovery
? Hadoop suitable cases
Skype Id: info.vibloo Email: [email protected] USA: +1-248-809-1418 IND: +91-40-3296-5222
www.vibloo.com/Hadoop-Online-Training
doc_611833040.pdf